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Learning/Machine/SVM: [[PageOutline]] = Support Vector Machines (SVM) = [[Reminder(todo|SVMs ...
... = The Mathematics == === The Decision Function === [[Reminder(confirm|Is the term decision function the best term to use here)]] The equation of a decision surface in the form of a hyperplane that separates the two classes can be described by as ''decision function'', described as follow ...
By nima — 11/08/08 22:39:07
Learning/Machine/Data: [[PageOutline]] = Data = ---- == Sweeps == A '''sweep''' is a single ...
... [[Reminder(confirm|BILL: Validation Error == True Error == Generalization Error)]] ---- == Overfitting == [[Reminder(todo)]] ---- == Underfitting == [[Reminder(todo)]] ---- === References === * [[Reference(AIMA)]] === Rel ...
By nima — 10/28/08 21:45:09
Agent/ModelBased/UtilityBased: = Utility-Based Agents = Moving forward from ...
... [[Reminder(confirm|For example, the goal to earn $1000 in a day is a worthy goal at first sight, but in learning that to get that $1000, it would cost you $3000, it is no longer of any desire.)]] If one state is preferred over another, i ...
By nima — 10/26/08 13:25:52
Contributing: = Contributing to the Autonomy AI Wiki = == New Contributers == ...
... iption)]]}}} * {{{[[Reminder(ask|description)]]}}} * {{{[[Reminder(confirm|description)]]}}} * {{{[[Reminder(reference|description)]]}}} * {{{[[Reminder(todo|description)]]}}} === Refencing === It is expected that all information added to this site be well-referenced, and to ease this pr ...
By nima — 10/26/08 13:13:49
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